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researcher

P. Geurts

23 papers hereh-index 4222.7k citations188 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author11
  • last author11

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ML7
  • cs.NI2
  • cs.CV1
  • eess.IV1
  • q-bio.MN1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedDMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction

82 citations · 196 across the 22 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 6 cited

Deep Quality-Value (DQV) Learning

Matthia Sabatelli, Gilles Louppe, Pierre Geurts +1

We introduce a novel Deep Reinforcement Learning (DRL) algorithm called Deep Quality-Value (DQV) Learning. DQV uses temporal-difference learning to train a Value neural network and…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.